帮我写一个yolopose批量转cocokeypoints的脚本
时间: 2024-01-26 19:04:06 浏览: 32
好的,我可以为您提供一个yolopose批量转cocokeypoints的脚本,您可以使用Python编写。以下是代码示例:
```python
import json
import os
yolopose_dir = "path/to/yolopose/annotations/"
cocokeypoints_dir = "path/to/coco/annotations/"
for file_name in os.listdir(yolopose_dir):
if file_name.endswith(".json"):
# Load yolopose annotations
with open(os.path.join(yolopose_dir, file_name), "r") as f:
yolopose_data = json.load(f)
# Transform annotations to cocokeypoints format
cocokeypoints_data = {}
cocokeypoints_data["image_id"] = int(file_name.split(".")[0])
cocokeypoints_data["keypoints"] = []
for i in range(len(yolopose_data["people"][0]["pose_keypoints_2d"])):
if i % 3 != 2:
cocokeypoints_data["keypoints"].append(yolopose_data["people"][0]["pose_keypoints_2d"][i])
cocokeypoints_data["score"] = yolopose_data["people"][0]["pose_keypoints_2d"][-1]
# Save cocokeypoints annotations
with open(os.path.join(cocokeypoints_dir, file_name), "w") as f:
json.dump(cocokeypoints_data, f)
```
请注意,此代码仅供参考,并且可能需要根据您的具体需求进行修改。
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